A publicly accessible and audited API providing independent bias assessments of existing AI algorithms. Developers and users can submit algorithms or their outputs to be tested for fairness, transparency, and potential discrimination against different demographic groups. The API generates reports highlighting potential biases and suggesting mitigation strategies, fostering accountability and preventing unintended consequences.